Medical Image Classification Based on Information Interaction Perception Mechanism

Table 3

Performance of different depth IIP-Net (%).

Model	Accuracy	Precision	Recall	Specificity	F1-measure	Polyp Acc
IIP-Net54-GAP-FC	99.59	99.40	99.40	99.70	99.40	99.40
IIP-Net54-FC	94.98	94.88	94.60	98.94	94.74	94.20
IIP-Net54-C-GAP	95.48	96.68	96.10	99.31	96.39	95.90
IIP-Net105-GAP-FC	99.55	99.31	99.31	99.65	99.31	99.50
IIP-Net105-FC	95.24	97.24	95.00	99.44	96.11	94.30
IIP-Net105-C-GAP	95.98	97.25	95.40	99.44	96.32	95.40
IIP-Net156-GAP-FC	99.55	99.28	99.28	99.64	99.28	99.50
IIP-Net156-FC	93.81	92.34	94.00	98.38	93.16	94.40
IIP-Net156-C-GAP	95.28	97.25	93.80	99.13	95.49	94.40